Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 1.165783 1.423575 1.755979 2.230226 2.915407 3.916429 5.594435
2025-05-11 0.806540 1.074100 1.470477 2.145606 3.383310 5.890006 12.835830
2025-05-18 0.651942 0.918552 1.352513 2.195435 4.081906 9.384879 39.155220
2025-05-25 0.564330 0.829965 1.295540 2.305657 5.030694 16.141608 272.281170
2025-06-01 0.491317 0.743951 1.210138 2.307264 5.748292 26.005610 NaN
2025-06-08 0.429069 0.662406 1.108245 2.219233 6.124291 38.327388 NaN
2025-06-15 0.396213 0.626689 1.086985 2.323865 7.436469 85.841352 NaN
2025-06-22 0.362909 0.583954 1.039704 2.335337 8.441709 200.536812 NaN
2025-06-29 0.330864 0.538657 0.976583 2.272169 9.013141 483.608282 NaN
2025-07-06 0.305340 0.502647 0.927291 2.233519 9.761288 2257.214994 NaN
2025-07-13 0.295469 0.496433 0.946206 2.437523 13.088264 NaN NaN
2025-07-20 0.282629 0.482224 0.942492 2.562249 16.554560 NaN NaN
2025-07-27 0.265375 0.457158 0.907837 2.556314 18.853669 NaN NaN
2025-08-03 0.246674 0.427125 0.855493 2.455731 19.560008 NaN NaN
2025-08-10 0.235475 0.412178 0.840787 2.516814 23.997126 NaN NaN
2025-08-17 0.227486 0.403336 0.841019 2.651562 32.477253 NaN NaN
2025-08-24 0.216563 0.386746 0.816554 2.653543 38.271049 NaN NaN
2025-08-31 0.203936 0.365166 0.774571 2.545927 39.197359 NaN NaN
2025-09-07 0.198133 0.358657 0.775458 2.673884 55.697126 NaN NaN
2025-09-14 0.190205 0.346477 0.757533 2.687946 68.811121 NaN NaN
2025-09-21 0.181050 0.330695 0.726537 2.610595 73.706034 NaN NaN
2025-09-28 0.173235 0.317515 0.701912 2.563366 82.743832 NaN NaN
2025-10-05 0.171480 0.318551 0.721568 2.813496 174.874713 NaN NaN